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Government R&D Subsidy and Additionality of Biotechnology Firms: The Case of the South Korean Biotechnology Industry

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  • Kwangsoo Shin

    (Department of Biomedical Convergence, College of Medicine, Chungbuk National University, 1 Chungdae-ro, Seowin-gu, Cheongju-si 28644, Korea)

  • Minkyung Choy

    (Management Research Center, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Korea)

  • Chul Lee

    (Division of Data Analysis, Korea Institute of Science and Technology Information (KISTI), 66 Hoegi-ro, Dongdaemun-gu, Seoul 02456, Korea)

  • Gunno Park

    (Technology Innovation Group, SK Telecom, 65 Eulji-ro, Jung-gu, Seoul 04539, Korea)

Abstract

Government research and development (R&D) subsidies are more important in countries that are latecomers to the biotechnology industry, where venture capital has not been developed, and the ratio of start-ups is high. Previous studies have mostly focused on the additionality of the input and output through government R&D subsidies, such as private R&D investment, technological innovation, and financial performance. In addition, some studies have focused on the behavioral additionality (the change in a firm’s behavior) of firms through government R&D subsidies. However, each study is fragmented and does not provide integrated results and implications. Therefore, this study comprehensively investigated the effects of government R&D subsidies on the multifaceted aspects of input, output, and behavioral additionality based on data from South Korean biotechnology companies. This study used the propensity score matching (PSM) method to prevent selection bias. The results showed that firms benefiting from government R&D subsidies had a markedly higher R&D investment in terms of input additionality, and they produced more technological innovation within a shorter period in terms of output additionality, though financial performance was not determined. Moreover, government R&D subsidies have accelerated strategic alliances and suppressed external financing (debt financing) in terms of behavioral additionality.

Suggested Citation

  • Kwangsoo Shin & Minkyung Choy & Chul Lee & Gunno Park, 2019. "Government R&D Subsidy and Additionality of Biotechnology Firms: The Case of the South Korean Biotechnology Industry," Sustainability, MDPI, vol. 11(6), pages 1-22, March.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:6:p:1583-:d:214248
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    as
    1. Hong, Jin & Feng, Bing & Wu, Yanrui & Wang, Liangbing, 2016. "Do government grants promote innovation efficiency in China's high-tech industries?," Technovation, Elsevier, vol. 57, pages 4-13.
    2. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    3. Martin, Stephen & Scott, John T., 2000. "The nature of innovation market failure and the design of public support for private innovation," Research Policy, Elsevier, vol. 29(4-5), pages 437-447, April.
    4. Lin, Bou-Wen & Lee, Yikuan & Hung, Shih-Chang, 2006. "R&D intensity and commercialization orientation effects on financial performance," Journal of Business Research, Elsevier, vol. 59(6), pages 679-685, June.
    5. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    6. Carboni, Oliviero A., 2017. "The effect of public support on investment and R&D: An empirical evaluation on European manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 282-295.
    7. Charles Bérubé & Pierre Mohnen, 2009. "Are firms that receive R&D subsidies more innovative?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(1), pages 206-225, February.
    8. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    9. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    10. Islam, Mazhar & Fremeth, Adam & Marcus, Alfred, 2018. "Signaling by early stage startups: US government research grants and venture capital funding," Journal of Business Venturing, Elsevier, vol. 33(1), pages 35-51.
    11. Lee Branstetter & Mariko Sakakibara, 1998. "Japanese Research Consortia: A Microeconometric Analysis of Industrial Policy," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 207-233, June.
    12. Albert N. Link & John T. Scott, 2013. "Private Investor Participation and Commercialization Rates for Government-sponsored Research and Development: Would a Prediction Market Improve the Performance of the SBIR Programme?," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 11, pages 157-174, Edward Elgar Publishing.
    13. Zhu, Joe, 2000. "Multi-factor performance measure model with an application to Fortune 500 companies," European Journal of Operational Research, Elsevier, vol. 123(1), pages 105-124, May.
    14. Laurent Bach & Mireille Matt & Sandrine Wolff, 2014. "How do firms perceive policy rationales behind the variety of instruments supporting collaborative R&D? Lessons from the European Framework Programs," Post-Print hal-01594309, HAL.
    15. Uwe Cantner & Sarah Kösters, 2012. "Picking the winner? Empirical evidence on the targeting of R&D subsidies to start-ups," Small Business Economics, Springer, vol. 39(4), pages 921-936, November.
    16. James A. Brander & Qianqian Du & Thomas Hellmann, 2015. "The Effects of Government-Sponsored Venture Capital: International Evidence," Review of Finance, European Finance Association, vol. 19(2), pages 571-618.
    17. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    18. Dirk Czarnitzki & Georg Licht, 2006. "Additionality of public R&D grants in a transition economy," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(1), pages 101-131, March.
    19. Kleer, Robin, 2010. "Government R&D subsidies as a signal for private investors," Research Policy, Elsevier, vol. 39(10), pages 1361-1374, December.
    20. Rodolphe Durand & Olga Bruyaka & Vincent Mangematin, 2008. "Do science and money go together? The case of the French biotech industry," Strategic Management Journal, Wiley Blackwell, vol. 29(12), pages 1281-1299, December.
    21. David B. Audretsch & Albert N. Link & John T. Scott, 2013. "Public/private technology partnerships: evaluating SBIR-supported research," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 5, pages 91-104, Edward Elgar Publishing.
    22. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    23. Guo, Di & Guo, Yan & Jiang, Kun, 2016. "Government-subsidized R&D and firm innovation: Evidence from China," Research Policy, Elsevier, vol. 45(6), pages 1129-1144.
    24. Dominique Guellec & Bruno Van Pottelsberghe De La Potterie, 2003. "The impact of public R&D expenditure on business R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 225-243.
    25. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    26. Greco, Marco & Grimaldi, Michele & Cricelli, Livio, 2017. "Hitting the nail on the head: Exploring the relationship between public subsidies and open innovation efficiency," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 213-225.
    27. Hall, John & Hofer, Charles W., 1993. "Venture capitalists' decision criteria in new venture evaluation," Journal of Business Venturing, Elsevier, vol. 8(1), pages 25-42, January.
    28. Colombo, Massimo G. & Meoli, Michele & Vismara, Silvio, 2019. "Signaling in science-based IPOs: The combined effect of affiliation with prestigious universities, underwriters, and venture capitalists," Journal of Business Venturing, Elsevier, vol. 34(1), pages 141-177.
    29. Blanes, J. Vicente & Busom, Isabel, 2004. "Who participates in R&D subsidy programs?: The case of Spanish manufacturing firms," Research Policy, Elsevier, vol. 33(10), pages 1459-1476, December.
    30. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    31. Benjamin Coriat & Fabienne Orsi & Olivier Weinstein, 2003. "Does Biotech Reflect a New Science-based Innovation Regime?," Industry and Innovation, Taylor & Francis Journals, vol. 10(3), pages 231-253.
    32. Rodolphe Durand & Olga Bruyaka & Vincent Mangematin, 2008. "Do Science and Money Go Together? The Case of the French Biotech Industry," Grenoble Ecole de Management (Post-Print) hal-00422650, HAL.
    33. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    34. Meuleman, Miguel & De Maeseneire, Wouter, 2012. "Do R&D subsidies affect SMEs’ access to external financing?," Research Policy, Elsevier, vol. 41(3), pages 580-591.
    35. Kathleen M. Eisenhardt & Claudia Bird Schoonhoven, 1996. "Resource-based View of Strategic Alliance Formation: Strategic and Social Effects in Entrepreneurial Firms," Organization Science, INFORMS, vol. 7(2), pages 136-150, April.
    36. Tuomas Takalo & Tanja Tanayama, 2010. "Adverse selection and financing of innovation: is there a need for R&D subsidies?," The Journal of Technology Transfer, Springer, vol. 35(1), pages 16-41, February.
    37. Mariko Sakakibara, 1997. "Heterogeneity Of Firm Capabilities And Cooperative Research And Development: An Empirical Examination Of Motives," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 143-164, July.
    38. Dirk Czarnitzki & Katrin Hussinger, 2018. "Input and output additionality of R&D subsidies," Applied Economics, Taylor & Francis Journals, vol. 50(12), pages 1324-1341, March.
    39. Saul Lach, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    40. Josh Lerner, 2002. "When Bureaucrats Meet Entrepreneurs: The Design of Effective "Public Venture Capital" Programmes," Economic Journal, Royal Economic Society, vol. 112(477), pages 73-84, February.
    41. Isabel Busom, 2000. "An Empirical Evaluation of The Effects of R&D Subsidies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(2), pages 111-148.
    42. Alessandro Muscio, 2007. "THE IMPACT OF ABSORPTIVE CAPACITY ON SMEs' COLLABORATION," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 653-668.
    43. Leleux, Benoit & Surlemont, Bernard, 2003. "Public versus private venture capital: seeding or crowding out? A pan-European analysis," Journal of Business Venturing, Elsevier, vol. 18(1), pages 81-104, January.
    44. Marino, Marianna & Lhuillery, Stephane & Parrotta, Pierpaolo & Sala, Davide, 2016. "Additionality or crowding-out? An overall evaluation of public R&D subsidy on private R&D expenditure," Research Policy, Elsevier, vol. 45(9), pages 1715-1730.
    45. Gongming Qian & Lee Li, 2003. "Profitability of small‐ and medium‐sized enterprises in high‐tech industries: the case of the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 24(9), pages 881-887, September.
    46. Szczygielski, Krzysztof & Grabowski, Wojciech & Pamukcu, Mehmet Teoman & Tandogan, Vedat Sinan, 2017. "Does government support for private innovation matter? Firm-level evidence from two catching-up countries," Research Policy, Elsevier, vol. 46(1), pages 219-237.
    47. Hünermund, Paul & Czarnitzki, Dirk, 2019. "Estimating the causal effect of R&D subsidies in a pan-European program," Research Policy, Elsevier, vol. 48(1), pages 115-124.
    48. Michelle Gittelman & Bruce Kogut, 2003. "Does Good Science Lead to Valuable Knowledge? Biotechnology Firms and the Evolutionary Logic of Citation Patterns," Management Science, INFORMS, vol. 49(4), pages 366-382, April.
    49. Richard J. Arend, 2009. "Reputation for cooperation: contingent benefits in alliance activity," Strategic Management Journal, Wiley Blackwell, vol. 30(4), pages 371-385, April.
    50. repec:bla:jindec:v:46:y:1998:i:2:p:207-33 is not listed on IDEAS
    51. Aerts, Kris & Schmidt, Tobias, 2008. "Two for the price of one?: Additionality effects of R&D subsidies: A comparison between Flanders and Germany," Research Policy, Elsevier, vol. 37(5), pages 806-822, June.
    52. Rodolphe Durand & Olga Bruyaka & Vincent Mangematin, 2008. "Do Science and Money Go Together? The Case of the French Biotech Industry," Post-Print hal-00422650, HAL.
    53. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    54. Alfred Kleinknecht & Kees Van Montfort & Erik Brouwer, 2002. "The Non-Trivial Choice between Innovation Indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(2), pages 109-121.
    55. Tobias Buchmann & Micha Kaiser, 2019. "The effects of R&D subsidies and network embeddedness on R&D output: evidence from the German biotech industry," Industry and Innovation, Taylor & Francis Journals, vol. 26(3), pages 269-294, March.
    56. Luukkonen, Terttu, 1998. "The difficulties in assessing the impact of EU framework programmes," Research Policy, Elsevier, vol. 27(6), pages 599-610, September.
    57. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    58. Bhagat, Sanjai & Welch, Ivo, 1995. "Corporate research & development investments international comparisons," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 443-470, April.
    59. Roper, Stephen & Hewitt-Dundas, Nola & Love, James H., 2004. "An ex ante evaluation framework for the regional benefits of publicly supported R&D projects," Research Policy, Elsevier, vol. 33(3), pages 487-509, April.
    60. Holger Görg & Eric Strobl, 2007. "The Effect of R&D Subsidies on Private R&D," Economica, London School of Economics and Political Science, vol. 74(294), pages 215-234, May.
    61. Takayuki Hayashi, 2003. "Bibliometric analysis on additionality of Japanese R&D programmes," Scientometrics, Springer;Akadémiai Kiadó, vol. 56(3), pages 301-316, March.
    62. Scott Shane, 2009. "Why encouraging more people to become entrepreneurs is bad public policy," Small Business Economics, Springer, vol. 33(2), pages 141-149, August.
    63. Clarysse, Bart & Moray, Nathalie, 2004. "A process study of entrepreneurial team formation: the case of a research-based spin-off," Journal of Business Venturing, Elsevier, vol. 19(1), pages 55-79, January.
    64. Zhang, JingJing & Guan, Jiancheng, 2018. "The time-varying impacts of government incentives on innovation," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 132-144.
    65. Albert G. Z. Hu & Gary H. Jefferson & Qian Jinchang, 2005. "R&D and Technology Transfer: Firm-Level Evidence from Chinese Industry," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 780-786, November.
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